4 citations · 8 across the 4 of their papers we have counts for
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stat.ME2025
Simultaneous estimation of connectivity and dimensionality in samples of networks
Wenlong Jiang, Chris McKennan, Jesús Arroyo +1
An overarching objective in contemporary statistical network analysis is extracting salient information from datasets consisting of multiple networks. To date, considerable attenti…
stat.ME2020★ 4 cited
Factor analysis in high dimensional biological data with dependent observations
Chris McKennan
Factor analysis is a critical component of high dimensional biological data analysis. However, modern biological data contain two key features that irrevocably corrupt existing met…
stat.ME2018★ 3 cited
Estimating and accounting for unobserved covariates in high dimensional correlated data
Chris McKennan, Dan Nicolae
Many high dimensional and high-throughput biological datasets have complex sample correlation structures, which include longitudinal and multiple tissue data, as well as data with…